Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark

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Benchmark Model Rank Results
surgical-phase-recognition-on-heicholeCAMMA1 (challenge model)–F1: 68.8
surgical-phase-recognition-on-heicholeCUHK (challenge model)–F1: 65
surgical-phase-recognition-on-heicholeHIKVision (challenge model)–F1: 65.4

Rank counts only results with a code link.